{"id":"W2564737577","doi":"10.1093/icvts/ivw400","title":"Safety and efficacy of prophylactic negative pressure wound therapy following open saphenous vein harvest in cardiac surgery: a feasibility study","year":2016,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; University of British Columbia","funders":"Kinetic Concepts","keywords":"Medicine; Surgery; Negative-pressure wound therapy; Anesthesia; Saphenous vein graft; Cardiac surgery; Cardiology; Artery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005528601,0.0003180838,0.001963258,0.0003235631,0.0001006811,0.00008100817,0.00008398222,0.0001314885,0.00009235548],"category_scores_gemma":[0.002872506,0.0002214377,0.001324486,0.0005025521,0.0001480973,0.0007957877,0.0001728819,0.0002746712,0.000003800935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767041,"about_ca_system_score_gemma":0.0001568571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010829,"about_ca_topic_score_gemma":0.00002914648,"domain_scores_codex":[0.9951289,0.002572641,0.0007085613,0.0007864565,0.0004925082,0.0003109289],"domain_scores_gemma":[0.99301,0.005699922,0.0002352499,0.0006331232,0.0002506063,0.0001711336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005950466,0.001041169,0.6385725,0.0000928362,0.005271494,0.0001625701,0.0005639025,0.000002420175,0.0005451532,0.000002240289,0.000005363312,0.3477899],"study_design_scores_gemma":[0.002164385,0.000260562,0.9908073,0.0006554102,0.0008388508,0.00006417225,0.0004886258,0.000003622212,0.003183348,0.00008562045,0.001161066,0.0002870381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906335,0.005182798,0.0002467746,0.00008104414,0.000476091,0.002905618,0.00002432592,0.00003816502,0.0004116651],"genre_scores_gemma":[0.9990262,0.0005802209,0.00001953849,0.00002049374,0.00007624827,0.0001255062,0.000009593026,0.00003813274,0.0001040223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3522348,"threshold_uncertainty_score":0.9029968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04312504520334886,"score_gpt":0.3379408929966983,"score_spread":0.2948158477933494,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}